Conditional Diffusion
conditional-polyp-diffusion
Dataset Card for Conditional Polyp Diffusion
Dataset Summary
The Conditional Polyp Diffusion dataset provides synthetic gastrointestinal (GI) polyp images along with segmentation masks, generated using a two-stage diffusion modeling framework. The dataset is aimed at mitigating the challenges of data scarcity and privacy in medical imaging, especially for supervised polyp segmentation tasks.
Stage 1: Improved diffusion model generates synthetic segmentation masks.
Stage… See the full description on the dataset page: https://huggingface.co/datasets/deepsynthbody/conditional-polyp-diffusion.conditional-diffusion-breast-MRI